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Hello,
I understand that you are seeing ‘CREATE_FAILED’ message upon trying to generate explainability when creating the predictor. Please refer to the best practices and restrictions from [1] when working with explainability. The DescribeExplainability[2][3] API can be used that describes the Explainability resource created for more details and complete error message. If Forecast successfully creates a Predictor but the Predictor Explainability job fails, you also can retry creating Predictor Explainability in the console or with the CreateExplainability[4][5] API using CLI/SDK.
Kindly try checking with the above resources. If you face any other issues or require further assistance, please reach out to AWS Support [6] along with the job ARNs and dataset details, and we would be happy to assist you further. Thank you!
References:
[2] https://docs.aws.amazon.com/cli/latest/reference/forecast/describe-explainability.html
[4] https://docs.aws.amazon.com/cli/latest/reference/forecast/create-explainability.html
[6] https://console.aws.amazon.com/support/home#/case/create
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